BELLISTE / AI COMPARISON

Compare AI models

Choose two models from the same AI category to compare equivalent plans, capabilities and technical details.

n8n

87%

Gumloop

72%

Estimated Belliste score, based on the available capabilities, quality, features and pricing information. It is an indicative profile estimate, not an independent benchmark.

How this profile estimate is calculated

Capabilities contribute 35%, quality wording 30%, listed features 20%, and pricing 15% when available. When capability fields are absent, specialization breadth supplies a 25% fallback. Missing categories are omitted and the remaining weights are rescaled. The estimate uses each model’s own published profile; it does not measure answer accuracy or replace a hands-on test.

Overviewn8nGumloop

PriceFree €0/month (self-hosted) · Starter from €20/monthFree $0/month · Pro from $37/month

Free planYes — Community Edition is free when self-hostedFree: $0/month with 5,000 credits, unlimited agents/flows, 1 seat and 1 active trigger

Paid plansStarter: €20/month annually · Pro: €50/month annually · Business: €667/month annually · Enterprise: customPro: from $37/month with 20,000+ credits · Enterprise: custom

Usage limitsStarter: 2,500 workflow executions/month and 1,600 Assistant credits/month · Pro: 10,000 executions/month and up to 9,600 Assistant credits/month · Agents use the same execution quota; one agent turn counts as one execution.

Pricing

3 specifications

Specificationn8nGumloop

Starting PriceFree €0/month (self-hosted) · Starter from €20/monthFree $0/month · Pro from $37/month

Free PlanCommunity Edition: €0 software cost when self-hosted; Cloud offers a 14-day trialFree $0/month: 5,000 credits, 1 seat, 1 active trigger, 2 concurrent runs, 5 concurrent agent runs, unlimited agents and flows

Usage Limits / CreditsStarter: 2,500 executions + 1,600 Assistant credits/month · Pro: 10,000 executions + up to 9,600 Assistant credits/month · one agent turn = one executionFree: 5,000 credits/month · Pro: 20,000–1.5M credits/month · overage $0.005/credit up to 2× plan by default · Free 5 concurrent agent interactions, Pro 25, Enterprise custom

Overview

4 specifications

Specificationn8nGumloop

Primary Use CaseAI agents and advanced workflow automationBuild and operate AI agents plus visual workflow automations

Best ForTechnical teams / developers / SMBs / enterprises needing flexible automationIndividuals and teams building flexible AI agents, internal automations and multi-step business workflows

DeploymentCloud and self-hostedCloud SaaS; Enterprise VPC support available

Ease of UseIntermediateBeginner to Intermediate

Automation

13 specifications

Specificationn8nGumloop

AI AgentsStandalone Agents + AI Agent workflow nodeCustom AI agents with tools, company context, skills, triggers and self-improvement

No-Code BuilderVisual node-based builder with AI-assisted buildingNatural-language agent builder plus visual no-code workflow canvas

Workflow AutomationVisual workflows with unlimited steps per executionUnlimited flows with triggers, connected apps, AI nodes and reusable subflows

Multi-Agent SupportMulti-agent systems; agents can delegate to specialized sub-agentsNative subagents; parent agents can delegate tasks and credit usage is tracked per subagent

Autonomous ExecutionGoal-driven agents choose tools and workflows and determine execution stepsAgents plan multi-step work, call tools/subagents, run code and can execute from triggers

Human-in-the-LoopApproval checkpoints can be placed before AI Agent tools or workflow actionsAgents can pause mid-task for tool approval or ask the user a question, then resume

Triggers & ActionsSchedules, webhooks, app triggers, workflow calls and agent tool actionsApp triggers, recurring tasks and fully custom agent triggers across connected apps

Integrations1,000+ apps and services300+ connectors plus MCP servers

Browser AutomationBrowser automation available through integrations/tools such as Browser UseWeb/browser work available through agent tools and connectors such as Bright Data; native general-purpose browser-control scope varies by tool

Data ExtractionExtract and transform structured/unstructured data through workflow nodes, APIs and AIAgents/workflows extract and transform data from apps, documents, web sources and AI nodes

SchedulingAgents can run on schedules or be invoked from workflowsRecurring tasks and custom triggers can run agents automatically

TemplatesWorkflow and AI automation template libraryAgent/workflow examples and reusable shared agents/skills; template ecosystem is smaller than mature automation platforms

Agent Builder TypeLow-code / No-code / CodeNo-code / natural-language agent builder + visual workflow builder

Developer & Deployment

5 specifications

Specificationn8nGumloop

Custom IntegrationsHTTP Request, GraphQL/API calls, custom nodes and MCP connectionsCustom MCP servers, hosted MCP and external API/custom connector options

API AccessPublic API plus HTTP/API nodes for programmatic automationPro+: API key can trigger workflows and agents programmatically

WebhooksWebhook triggers and webhook-based workflow endpointsPro+: webhook-triggered workflows plus organization webhooks for admin events

Custom CodeJavaScript and Python code steps inside workflowsAgents can write/run code in sandboxes; workflows also support custom logic and skills

Self-HostingCommunity Edition self-hosted; Business self-hosted; Enterprise cloud or self-hostedCloud platform; Enterprise offers VPC support, but public plans do not advertise self-hosted Gumloop deployment

AI & Knowledge

4 specifications

Specificationn8nGumloop

LLM SupportUse any LLM; model/provider choice with own credentials or supported hosted models35+ AI models with Auto/Model Router and BYOK support on Pro+

Knowledge Base / RAGRAG with internal documents, vector stores, data sources and retrieval workflowsCompany Brain/knowledge with synced sources, files and permission-aware context

MemorySession and cross-session memory for standalone AgentsAgent chat history plus company context/Brain; persistent task context is retained across agent use

Supported AI ModelsBring your own model credentials; n8n Agents support provider/model selection and Gateway models35+ models including OpenAI GPT, Anthropic Claude, Google Gemini, xAI Grok, Perplexity, DeepSeek, GLM, Kimi and MiniMax; Auto Model Router and BYOK supported

Teams & Enterprise

4 specifications

Specificationn8nGumloop

CollaborationUnlimited users; shared projects: 1 Starter, 3 Pro, 6 Business, unlimited EnterprisePro: unlimited team members, shared credits, shared ownership, teams and shared credentials

Monitoring & LogsExecution history, insights, audit trails; Enterprise adds log streaming and extended retentionRun history, credit logs, Insights spend breakdown, evaluations and live activity

Enterprise PlanCustom executions and pricing; 200+ concurrent executions, governance and dedicated SLA supportCustom pricing with VPC, organization guardrails, audit logs, RBAC, SCIM/SAML, model controls and advanced security

SSO / Enterprise SecurityBusiness: SSO + LDAP; Enterprise adds advanced governance, secret store and log streamingEnterprise: SCIM/SAML, RBAC, audit logs, model access control, custom retention, VPC and advanced permissions